The factor structure of the Need for Cognition Short Form in a Hispanic sample

The authors conducted a series of studies to validate the factor structure of the English version of the Need for Cognition-Short Form (NFC-SF; J. T. Cacioppo, R. E. Petty, & C. F. Kao, 1984) in a U.S. Hispanic sample. Study 1 is an exploration of the factor structure in 238 Hispanic and relationships between gender and acculturation. Analyses in Study 2 confirmed the factor structure from the sample in Study 1 in a group of 185 U.S. Hispanics. Results indicated that the English version of the NCS-SF has a one-factor structure and is reliable for use with U.S. Hispanics.     

Examining the Factor Structure of the Self-Compassion Scale in Four Distinct Populations: Is the Use of a Total Scale Score Justified?

This study examined the factor structure of the Self-Compassion Scale (SCS) using a bifactor model, a higher order model, a 6-factor correlated model, a 2-factor correlated model, and a 1-factor model in 4 distinct populations: college undergraduates (N = 222), community adults (N = 1,394), individuals practicing Buddhist meditation (N = 215), and a clinical sample of individuals with a history of recurrent depression (N = 390). The 6-factor correlated model demonstrated the best fit across samples, whereas the 1- and 2-factor models had poor fit. The higher order model also showed relatively poor fit across samples, suggesting it is not representative of the relationship between subscale factors and a general self-compassion factor. The bifactor model, however, had acceptable fit in the student, community, and meditator samples. Although fit was suboptimal in the clinical sample, results suggested an overall self-compassion factor could still be interpreted with some confidence. Moreover, estimates suggested a general self-compassion factor accounted for at least 90% of the reliable variance in SCS scores across samples, and item factor loadings and intercepts were equivalent across samples. Results suggest that a total SCS score can be used as an overall mesure of self-compassion.     

The Sum Is Greater than its Parts: Intersectionality and Measurement Validity of the Eating Disorder Examination Questionnaire (EDE-Q) in Latinx Undergraduates in the United States

Previous research has demonstrated disparities in the diagnosis and treatment of eating disorders for men and ethnic minorities. The current study sought to investigate differences in eating pathology and measurement validity of the Eating Disorder Examination Questionnaire (EDE-Q) at the intersection of gender and ethnicity in a nonclinical sample of undergraduates. A total sample of 1173 undergraduates (177 Latino men, 133 non-Latino White men, 554 Latina women, 309 non-Latina White women) completed the EDE-Q as part of a larger study on eating habits. A series of ANOVAs indicated a similar pattern of effects for gender and ethnicity for the original four-factor, 22-item EDE-Q and an alternative three-factor, seven-item variant. Women scored significantly higher than men on all subscales, and Latinx participants scored significantly higher than non-Latinx White participants on the Shape Concern and Weight Concern subscales. A significant interaction of gender by ethnicity was observed on the Shape Concern subscale in which larger effects of ethnicity were observed for men compared to women. Tests of confirmatory factor analysis suggested only the three-factor, seven-item EDE-Q provided acceptable fit and demonstrated scalar invariance across gender and ethnicity. Our study highlights the importance of examining eating pathology and measurement validity at the intersection of demographic characteristics. Results suggest that Latino men may be at higher risk of eating pathology relative to non-Latino White men and that a three-factor, seven-item EDE-Q appears to be a valid measure of eating pathology across gender and ethnicity among U.S. undergraduates.

     

Examining the impact of gender on the factor structure of the Psychopathic Personality Inventory-Revised

Research on the factor structure of psychopathy has yielded mixed results, supporting anywhere from one to three factors. Additionally, most of this research has used all-male samples, and the possibility of structural invariance across gender has not been examined. Using a mixed-gender sample of 360 undergraduates, the factor structure of the Psychopathic Personality Inventory-Revised was examined using confirmatory factor analysis and multiple group analysis. One-, two-, and three-factor models were tested and compared with each other. When males and females were combined, none of the three models provided adequate fit to the data. Multiple group analyses revealed partial invariance across gender for all three models. Model comparison criteria supported use of both the one- and two-factor models, taking into account variable factor structure across gender. The importance of considering structural differences based on biological sex when assessing psychopathic traits is discussed.     

Chinese Proverb Scale: Development and validation of an indigenous measure of Chinese traditional values

The aim of this study was to develop and validate an indigenous measure of Chinese traditional values using Chinese proverbs. A sample of 363 Mainland Chinese undergraduates participated in Study 1, in which a 26‐item Chinese Proverb Scale (CPS) was developed through factor analysis on an initial pool of 118 Chinese proverbs. Four factors were clearly identified: (a) Diligence, (b) Integrity, (c) Self‐Preservation, and (d) Self‐Interest. The CPS showed satisfactory convergent validity with personal values (S. H. Schwartz, 1992, Advances In Experimental Social Psychology, San Diego, Academic Press) and social axioms (K. Leung et al., 2002, Journal of Cross‐Cultural Psychology, 33, p. 286). For incremental validity, the CPS predicted life satisfaction beyond the Big Five personality, personal values, and social axioms. In Study 2, a sample of 239 Mainland Chinese participants completed the CPS across two measurement occasions with an interval of 6 months. Longitudinal structural equation modeling (SEM) revealed the structure of the CPS was robust and invariant over time. In Study 3, a sample of 167 Chinese undergraduates from Hong Kong responded to an adapted version of the CPS. Multigroup SEM showed structural equivalence of the scale across the mainland and Hong Kong samples. The cultural origins of the factors in the CPS and future applications of the scale in various research areas are discussed.     

The Social Phobia and Social Interaction Anxiety Scales: Evaluation of Psychometric Properties

The present investigations examined the factor structure and psychometric properties of two new self-report measures of social phobia, the Social Interaction Anxiety Scale (SIAS) and the Social Phobia Scale (SPS). A confirmatory factor analysis in Study I provided support for the fit of a two-factor model of the SIAS and SPS. Internal consistency estimates were high for the original two scales with a sample of 200 undergraduates. Also, using an item parceling procedure, the obtained internal consistency reliability indices for each parcel were acceptable. Results of the CFA in Study II provided support for the factorial stability of the model identified in Study I. Furthermore, multisample analyses showed invariant patterns for factor loadings and factor correlations across 138 men and 272 women. Gender differences were not observed in the mean SIAS and SPS scale and item scores. Both scales correlated negatively and significantly with measures of social desirability. Concurrent validity was established for the scales. The SPS was less specific than the SIAS to symptoms of social phobia.     

U.S. College Students’ Perception of Religion and Science: Conflict,Collaboration, or Independence? A Research Note

This research examines how undergraduates perceive the relationship between religion and science and the factors that shape those perceptions. Longitudinal data generated from the Spirituality in Higher Education Project representing a national sample of undergraduates is analyzed. The analysis finds that, despite the seeming predominance of a conflict‐oriented narrative, the majority of undergraduates do not view the relationship between these two institutions as one of conflict. Undergraduate students are also more likely to move away from a conflict perspective than to adopt one during their college years. However, there are significant differences across fields of study and levels of religiosity. Students in the education and business fields, for example, are most likely to adopt a pro‐religion conflict stance during college. Future research might examine the mechanisms that lead students in some fields towards or away from a conflict perspective.     

Social Dominance Orientation,Gender, and Increasing Educational Exposure1

Using a large panel sample of undergraduates, we measured the social dominance orientation (SDO) scores of men and women once a year across a 4½‐year period. Employing repeated‐measures ANOVAs, we found that, even after controlling for the character of students' academic majors (hierarchy enhancing or hierarchy attenuating), males showed significantly higher SDO scores than did females across the entire college career. The data are discussed in terms of the invariance hypothesis within social dominance theory.     

Gender differences in health anxiety: An investigation of the interpersonal model of health anxiety

Health anxiety (HA) involves persistent worry about one’s health and beliefs one has an illness or may contract a disease. In the present study, gender differences in Noyes et al.’s (2003) interpersonal model of health anxiety (IMHA) were examined. Using a sample of 950 undergraduates (674 women; 276 men), multigroup confirmatory factor analyses suggested the measurement model for key dimensions of the IMHA (i.e., reassurance-seeking, alienation, worry, and absorption) were invariant across gender. This suggests key dimensions of this model are applicable to and generalizable across women and men. Coefficients alpha for and bivariate correlations between these IMHA dimensions were also roughly comparable across women and men. As hypothesized, mean levels of reassurance-seeking and worry were significantly higher in women compared to men. No gender differences were observed in mean levels of alienation or absorption. Reassurance-seeking and worry appear salient in the interpersonal behavior and emotional life of women with HA. The present study helps to clarify gender differences in the IMHA and other HA models involving similar variables.     

Distinctive Personality Profiles of the Interpersonal Style Inventory

To identify a few homogeneous subgroups with distinct personality profiles, the Interpersonal Style Inventory (ISI) was administered to two samples, each composed of 100 university undergraduates. Ward's hierarchical algorithm and the buildup nonhierarchical cluster analytic program was applied to measures of profile similarity among members of each sample. Of the six clusters that were isolated in the first sample, five were matched at significant levels across the two methods. In the second sample, six clusters were matched across clustering procedures at significant levels. Comparisons across samples disclosed five good matches between clusters generated by the Ward hierarchical algorithm, but only one for the nonhierarchical analytic procedures, These results indicate that most IS1 personality profiles can be classified into five or six categories for purposes of interpretation or prediction.     

Gender differences in health anxiety: An investigation of the interpersonal model of health anxiety

Health anxiety (HA) involves persistent worry about one’s health and beliefs one has an illness or may contract a disease. In the present study, gender differences in Noyes et al.’s (2003) interpersonal model of health anxiety (IMHA) were examined. Using a sample of 950 undergraduates (674 women; 276 men), multigroup confirmatory factor analyses suggested the measurement model for key dimensions of the IMHA (i.e., reassurance-seeking, alienation, worry, and absorption) were invariant across gender. This suggests key dimensions of this model are applicable to and generalizable across women and men. Coefficients alpha for and bivariate correlations between these IMHA dimensions were also roughly comparable across women and men. As hypothesized, mean levels of reassurance-seeking and worry were significantly higher in women compared to men. No gender differences were observed in mean levels of alienation or absorption. Reassurance-seeking and worry appear salient in the interpersonal behavior and emotional life of women with HA. The present study helps to clarify gender differences in the IMHA and other HA models involving similar variables.     

Assessing Attachment of Couples in Therapy: A Factor Analysis of the Experiences in Close Relationships Scale

The overall goal of this study was to examine the factor structure of the “Experiences in Close Relationships” instrument (Brennan et al. 1998; ECR) for assessing adult attachment among a clinical sample by conducting a series of exploratory factor analyses (EFA). While the measure demonstrated high reliability and strong validity among the original sample of college undergraduates (Brennan et al.), the factor structure had yet to be examined among participants involved in therapy. It is unclear if any results obtained using the ECR extrapolate to populations other than the original sample. Our findings support the factor structure of the ECR for assessment of attachment anxiety and avoidance among a more diverse, clinical population. Noteworthy differences between men and women also were found in the clinical sample. Finally, clinical implications for use with clients participating in therapy are discussed.     

Reliability and factorial structure of the taoist-orientation scale for samples of Kuwaiti and American students

In a sample of 460 Kuwaiti undergraduates and 273 American students, the Taoist-Orientation scale had different factor patterns in an item-analysis but had good internal consistency reliability for both samples.     

An inventory to measure helplessness, hopelessness, and haplessness

Using a sample of 69 undergraduates, scales were devised to measure helplessness, hopelessness, and haplessness and shown to have good reliability. Briefer scales were also developed whose scores were independent of one another in a factor analysis. Scores for 19 male and 50 female undergraduates on the 4-item scales of Helplessness and Hopelessness were associated with two different measures of depression, but scores on Hopelessness provided the stronger correlate.     

Morningness in German and Spanish students: a comparative study

Humans show pronounced individual differences in circadian orientation. Transcultural comparisons are interesting since biological (or environmental) factors together with cultural ones may contribute to differences in morningness–eveningness. We compared Spanish and German undergraduates using the Composite Scale of Morningness (CSM) to assess circadian preferences. Confirmatory and multiple groups confirmatory factor analysis were used to assess factor structure and structural invariance across countries. The results showed that a three‐factor model of morningness best characterises the CSM structure of both samples. Partial factorial invariance (factor loadings) across countries was demonstrated for the factors ‘morningness’ and ‘morning alertness’. Scores of both factors were higher in German students. Potential cultural and biological explanations for the differences are discussed. Copyright © 2007 John Wiley & Sons, Ltd.     

Validation of the Chinese Version of the Body Image Acceptance and Action Questionnaire and the Mediating Role of Body Image Flexibility in the Relationship Between Body Dissatisfaction and Psychological Distress

The psychometric properties of the Chinese version of the Body Image Acceptance and Action Questionnaire (C-BI-AAQ) and its short form (C-BI-AAQ-5) were examined with a sample of Chinese undergraduates (n = 1,068, 52.6% female). The factor structure, measurement reliability, measurement invariance across gender, and latent gender mean difference of the two scales were explored. Confirmatory factor analysis was used to examine the factor structure of the C-BI-AAQ and the C-BI-AAQ-5. The original one-factor structure was replicated for both the C-BI-AAQ and the C-BI-AAQ-5. Both the C-BI-AAQ and C-BI-AAQ-5 showed good internal consistency, test-retest reliability, and convergent and discriminant validity (e.g., relationship patterns in the expected directions with theoretically similar psychological flexibility, and with theoretically dissimilar body dissatisfaction, and psychological distress). The C-BI-AAQ-5 was shown to be equivalent to the C-BI-AAQ. Furthermore, strict measurement invariance across gender was confirmed for both the C-BI-AAQ and C-BI-AAQ-5, and latent mean difference tests showed that men had higher levels of body image flexibility than women. Thus, both the C-BI-AAQ and C-BI-AAQ-5 appear to be psychometrically sound instruments for use in the Chinese young adult population. In addition, body image flexibility measured by both the C-BI-AAQ and the C-BI-AAQ-5 fully mediated the relationship between body dissatisfaction and psychological distress.     

Personality factors in the Eysenck personality questionnaire

Hierarchical factor analyses were carried out on raw scored EPQ data yielded from two samples of subjects, a Gallup adult quota sample of 1198 subjects and 406 university undergraduates. Each sample was split by sex providing six data sets for analysis. Results at the second order level clearly indicated the recovery of practically all the E, N and L items as three distinct factors, P item recovery differed among males and females. Adult female and student female subject groups did not show clear recovery of a substantial majority of P items. Although P, as a factor, did not appear recognisably in the male student sample, this was interpreted as being due either to the low subject: variable ratio and/or to the low subject number (N=171) and its resultant lack of definition of initial P item variance. The P factor appeared most strongly as a second order in the total Gallup, total student, and male Gallup sample.     

The multidimensionality of suicide risk factors and criteria in a nonclinical population: Replication across two countries and two languages

Across two countries and two languages, this research examined the multidimensional associations between suicidality (e.g., past ideation/attempts, communication of intent) and empirically important psychological risk factors (e.g., mental pain, perceived burdensomeness, thwarted belongingness). For samples of 228 Canadian and 331 Portuguese university undergraduates, four dimensions emerged in each sample with two of these, intrapersonal and interpersonal, demonstrating strong replicability across countries and languages. It was concluded that suicidality is a phenomenon that demonstrates some multidimensional similarities across cultures.     

The itemetric properties of the Eysenck personality questionnaire: A reply to Helmes

Helmes (1980) presented results demonstrating that the purported factors of the Eysenck Personality Questionnaire (EPQ) did not emerge in a sample of 191 undergraduates. However, this conclusion was reached using incorrect factor analytic methodology. Helmes not only used an idiosyncratic version of Eysenck's original methodology but also failed to take into account recent evidence on factor analytic procedures. To illustrate the remarkable clarity of the EPQ factors, the results from three samples of data are presented here. The sample data are diverse, taken from three different populations: 1198 British adults, 406 British students and 116 Thai students. The consistency of various psychometric parameters adds further evidence justifying the existence of these factors.     

Confirmatory Factor Analysis of U.S. Merit Systems Protection Board's Survey of Sexual Harassment: The Fit of a Three-Factor Model

Research over the past decade and a half exploring the psychological dimensions of the definition of sexual harassment has converged on a three-factor model: gender harassment, unwanted sexual attention, and sexual coercion. The current study used confirmatory factor analysis to determine whether the most widely used sexual harassment survey, the U.S. Merit Systems Protection Board (USMSPB; 1981) survey, measures this three-factor structure. Data from a sample of the USMSPB's 1988 survey of Federal employees (n= 1070) and from a midwestern university's survey of undergraduates (n= 572) and graduate students, faculty, and staff (n= 575) were analyzed. The three-factor model fit reasonably well in all samples, but two survey items, measuring sexual assault and sexual favors, were weakly related to their respective factors. This model, however, was only marginally stable across female and male subsamples, and gender harassment and unwanted sexual attention had low discriminant validity. Both practical and theoretical implications are discussed.